Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 13611 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 68 |
| Duplicate rows (%) | 0.5% |
| Total size in memory | 1.7 MiB |
| Average record size in memory | 129.0 B |
Variable types
| Numeric | 17 |
|---|
| Dataset has 68 (0.5%) duplicate rows | Duplicates |
Area is highly correlated with Perimeter and 4 other fields | High correlation |
Perimeter is highly correlated with Area and 4 other fields | High correlation |
MajorAxisLength is highly correlated with Area and 3 other fields | High correlation |
MinorAxisLength is highly correlated with Area and 4 other fields | High correlation |
AspectRation is highly correlated with Eccentricity and 2 other fields | High correlation |
Eccentricity is highly correlated with AspectRation and 2 other fields | High correlation |
ConvexArea is highly correlated with Area and 4 other fields | High correlation |
EquivDiameter is highly correlated with Area and 4 other fields | High correlation |
Compactness is highly correlated with AspectRation and 2 other fields | High correlation |
ShapeFactor1 is highly correlated with MinorAxisLength | High correlation |
ShapeFactor3 is highly correlated with AspectRation and 2 other fields | High correlation |
Class has 1322 (9.7%) zeros | Zeros |
Reproduction
| Analysis started | 2021-03-31 07:00:18.722393 |
|---|---|
| Analysis finished | 2021-03-31 07:01:03.481625 |
| Duration | 44.76 seconds |
| Software version | pandas-profiling v2.12.0 |
| Download configuration | config.yaml |
| Distinct | 12011 |
|---|---|
| Distinct (%) | 88.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53048.28455 |
| Minimum | 20420 |
|---|---|
| Maximum | 254616 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 20420 |
|---|---|
| 5-th percentile | 27660.5 |
| Q1 | 36328 |
| median | 44652 |
| Q3 | 61332 |
| 95-th percentile | 89824.5 |
| Maximum | 254616 |
| Range | 234196 |
| Interquartile range (IQR) | 25004 |
Descriptive statistics
| Standard deviation | 29324.09572 |
|---|---|
| Coefficient of variation (CV) | 0.552781225 |
| Kurtosis | 10.80081397 |
| Mean | 53048.28455 |
| Median Absolute Deviation (MAD) | 10386 |
| Skewness | 2.952930971 |
| Sum | 722040201 |
| Variance | 859902589.6 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 35354 | 4 | < 0.1% |
| 28122 | 4 | < 0.1% |
| 30529 | 4 | < 0.1% |
| 38945 | 4 | < 0.1% |
| 38426 | 4 | < 0.1% |
| 29709 | 4 | < 0.1% |
| 47134 | 4 | < 0.1% |
| 36109 | 4 | < 0.1% |
| 44710 | 4 | < 0.1% |
| 34774 | 4 | < 0.1% |
| Other values (12001) | 13571 |
| Value | Count | Frequency (%) |
| 20420 | 1 | |
| 20464 | 1 | |
| 20548 | 1 | |
| 20711 | 1 | |
| 20786 | 1 | |
| 20942 | 1 | |
| 21101 | 1 | |
| 21314 | 1 | |
| 21348 | 1 | |
| 21397 | 1 |
| Value | Count | Frequency (%) |
| 254616 | 1 | |
| 251432 | 1 | |
| 248424 | 1 | |
| 241322 | 1 | |
| 237270 | 1 | |
| 234898 | 1 | |
| 233751 | 1 | |
| 231066 | 1 | |
| 230867 | 1 | |
| 226806 | 1 |
| Distinct | 13416 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 855.2834586 |
| Minimum | 524.736 |
|---|---|
| Maximum | 1985.37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 524.736 |
|---|---|
| 5-th percentile | 617.737 |
| Q1 | 703.5235 |
| median | 794.941 |
| Q3 | 977.213 |
| 95-th percentile | 1181.124 |
| Maximum | 1985.37 |
| Range | 1460.634 |
| Interquartile range (IQR) | 273.6895 |
Descriptive statistics
| Standard deviation | 214.2896959 |
|---|---|
| Coefficient of variation (CV) | 0.2505481589 |
| Kurtosis | 3.588123327 |
| Mean | 855.2834586 |
| Median Absolute Deviation (MAD) | 117.877 |
| Skewness | 1.626123524 |
| Sum | 11641263.15 |
| Variance | 45920.07377 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 911.589 | 3 | < 0.1% |
| 984.123 | 3 | < 0.1% |
| 683.341 | 3 | < 0.1% |
| 800.745 | 2 | < 0.1% |
| 715.089 | 2 | < 0.1% |
| 798.577 | 2 | < 0.1% |
| 968.674 | 2 | < 0.1% |
| 619.412 | 2 | < 0.1% |
| 783.891 | 2 | < 0.1% |
| 737.758 | 2 | < 0.1% |
| Other values (13406) | 13588 |
| Value | Count | Frequency (%) |
| 524.736 | 1 | |
| 524.932 | 1 | |
| 525.413 | 1 | |
| 528.408 | 1 | |
| 530.683 | 1 | |
| 530.825 | 1 | |
| 531.318 | 1 | |
| 533.701 | 1 | |
| 534.717 | 1 | |
| 534.918 | 1 |
| Value | Count | Frequency (%) |
| 1985.37 | 1 | |
| 1921.685 | 1 | |
| 1919.868 | 1 | |
| 1895.94 | 1 | |
| 1884.557 | 1 | |
| 1869.885 | 1 | |
| 1849.699 | 1 | |
| 1849.371 | 1 | |
| 1847.94 | 1 | |
| 1845.855 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 320.1418673 |
| Minimum | 183.601165 |
|---|---|
| Maximum | 738.8601535 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 183.601165 |
|---|---|
| 5-th percentile | 224.6446749 |
| Q1 | 253.3036327 |
| median | 296.8833669 |
| Q3 | 376.4950124 |
| 95-th percentile | 448.3239443 |
| Maximum | 738.8601535 |
| Range | 555.2589885 |
| Interquartile range (IQR) | 123.1913797 |
Descriptive statistics
| Standard deviation | 85.69418596 |
|---|---|
| Coefficient of variation (CV) | 0.267675661 |
| Kurtosis | 2.531902062 |
| Mean | 320.1418673 |
| Median Absolute Deviation (MAD) | 54.97424343 |
| Skewness | 1.357815284 |
| Sum | 4357450.956 |
| Variance | 7343.493507 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 412.5516489 | 2 | < 0.1% |
| 370.3745628 | 2 | < 0.1% |
| 347.4427551 | 2 | < 0.1% |
| 347.6613338 | 2 | < 0.1% |
| 377.8808379 | 2 | < 0.1% |
| 367.3547664 | 2 | < 0.1% |
| 354.9810266 | 2 | < 0.1% |
| 365.7450534 | 2 | < 0.1% |
| 409.2070817 | 2 | < 0.1% |
| 351.2689862 | 2 | < 0.1% |
| Other values (13533) | 13591 |
| Value | Count | Frequency (%) |
| 183.601165 | 1 | |
| 183.9652515 | 1 | |
| 185.3819214 | 1 | |
| 186.0791494 | 1 | |
| 187.1686348 | 1 | |
| 188.9191604 | 1 | |
| 189.7993849 | 1 | |
| 190.2826321 | 1 | |
| 191.1765253 | 1 | |
| 191.2029134 | 1 |
| Value | Count | Frequency (%) |
| 738.8601535 | 1 | |
| 738.1445017 | 1 | |
| 726.3734932 | 1 | |
| 722.4940683 | 1 | |
| 721.2160984 | 1 | |
| 720.6955205 | 1 | |
| 719.1256904 | 1 | |
| 715.0530398 | 1 | |
| 713.9672821 | 1 | |
| 713.366837 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202.2707141 |
| Minimum | 122.5126535 |
|---|---|
| Maximum | 460.1984968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 122.5126535 |
|---|---|
| 5-th percentile | 153.8136273 |
| Q1 | 175.84817 |
| median | 192.4317333 |
| Q3 | 217.0317413 |
| 95-th percentile | 267.8851765 |
| Maximum | 460.1984968 |
| Range | 337.6858434 |
| Interquartile range (IQR) | 41.18357126 |
Descriptive statistics
| Standard deviation | 44.97009129 |
|---|---|
| Coefficient of variation (CV) | 0.2223262596 |
| Kurtosis | 6.651066804 |
| Mean | 202.2707141 |
| Median Absolute Deviation (MAD) | 19.06314747 |
| Skewness | 2.23821054 |
| Sum | 2753106.689 |
| Variance | 2022.309111 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 172.9046329 | 2 | < 0.1% |
| 160.5917844 | 2 | < 0.1% |
| 189.4386666 | 2 | < 0.1% |
| 167.4884538 | 2 | < 0.1% |
| 194.1173368 | 2 | < 0.1% |
| 156.8696185 | 2 | < 0.1% |
| 176.2767668 | 2 | < 0.1% |
| 156.3563259 | 2 | < 0.1% |
| 196.3377049 | 2 | < 0.1% |
| 172.1287909 | 2 | < 0.1% |
| Other values (13533) | 13591 |
| Value | Count | Frequency (%) |
| 122.5126535 | 1 | |
| 129.5762069 | 1 | |
| 129.7481935 | 1 | |
| 130.7366895 | 1 | |
| 131.4330586 | 1 | |
| 132.1435531 | 1 | |
| 132.1875207 | 1 | |
| 132.298336 | 1 | |
| 132.3079693 | 1 | |
| 132.6402186 | 1 |
| Value | Count | Frequency (%) |
| 460.1984968 | 1 | |
| 450.9261867 | 1 | |
| 449.3396784 | 1 | |
| 447.4183287 | 1 | |
| 446.0436176 | 1 | |
| 440.686418 | 1 | |
| 435.8378565 | 1 | |
| 432.5894199 | 1 | |
| 432.3898213 | 1 | |
| 429.9621282 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.583241979 |
| Minimum | 1.024867596 |
|---|---|
| Maximum | 2.430306447 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 1.024867596 |
|---|---|
| 5-th percentile | 1.208046988 |
| Q1 | 1.432306932 |
| median | 1.551123666 |
| Q3 | 1.707108927 |
| 95-th percentile | 2.082011458 |
| Maximum | 2.430306447 |
| Range | 1.405438851 |
| Interquartile range (IQR) | 0.2748019952 |
Descriptive statistics
| Standard deviation | 0.2466784557 |
|---|---|
| Coefficient of variation (CV) | 0.155805909 |
| Kurtosis | 0.1138144406 |
| Mean | 1.583241979 |
| Median Absolute Deviation (MAD) | 0.1354228505 |
| Skewness | 0.5825733992 |
| Sum | 21549.50658 |
| Variance | 0.0608502605 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.814594976 | 2 | < 0.1% |
| 2.229181283 | 2 | < 0.1% |
| 1.908776886 | 2 | < 0.1% |
| 2.082792467 | 2 | < 0.1% |
| 2.022898083 | 2 | < 0.1% |
| 2.170571957 | 2 | < 0.1% |
| 2.100591373 | 2 | < 0.1% |
| 2.081632137 | 2 | < 0.1% |
| 2.036324214 | 2 | < 0.1% |
| 2.051118996 | 2 | < 0.1% |
| Other values (13533) | 13591 |
| Value | Count | Frequency (%) |
| 1.024867596 | 1 | |
| 1.036422681 | 1 | |
| 1.041963699 | 1 | |
| 1.047159612 | 1 | |
| 1.049180121 | 1 | |
| 1.049424005 | 1 | |
| 1.060785687 | 1 | |
| 1.06079802 | 1 | |
| 1.064697761 | 1 | |
| 1.065247205 | 1 |
| Value | Count | Frequency (%) |
| 2.430306447 | 1 | |
| 2.388873436 | 1 | |
| 2.387394886 | 1 | |
| 2.383260481 | 1 | |
| 2.364016609 | 1 | |
| 2.358271756 | 1 | |
| 2.350473191 | 1 | |
| 2.347666241 | 1 | |
| 2.345077704 | 1 | |
| 2.34329324 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7508949294 |
| Minimum | 0.2189512634 |
|---|---|
| Maximum | 0.9114229685 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 0.2189512634 |
|---|---|
| 5-th percentile | 0.5610493263 |
| Q1 | 0.7159277459 |
| median | 0.7644408064 |
| Q3 | 0.8104659845 |
| 95-th percentile | 0.8771016696 |
| Maximum | 0.9114229685 |
| Range | 0.6924717051 |
| Interquartile range (IQR) | 0.09453823854 |
Descriptive statistics
| Standard deviation | 0.0920017632 |
|---|---|
| Coefficient of variation (CV) | 0.1225228186 |
| Kurtosis | 1.387455596 |
| Mean | 0.7508949294 |
| Median Absolute Deviation (MAD) | 0.04716201811 |
| Skewness | -1.062823931 |
| Sum | 10220.43088 |
| Variance | 0.008464324433 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8746973521 | 2 | < 0.1% |
| 0.8794147423 | 2 | < 0.1% |
| 0.8473598364 | 2 | < 0.1% |
| 0.8595060056 | 2 | < 0.1% |
| 0.8731013476 | 2 | < 0.1% |
| 0.8875517345 | 2 | < 0.1% |
| 0.8344476839 | 2 | < 0.1% |
| 0.8581118244 | 2 | < 0.1% |
| 0.8749707282 | 2 | < 0.1% |
| 0.8686557015 | 2 | < 0.1% |
| Other values (13533) | 13591 |
| Value | Count | Frequency (%) |
| 0.2189512634 | 1 | |
| 0.2627743751 | 1 | |
| 0.2809365876 | 1 | |
| 0.2967208611 | 1 | |
| 0.3025762332 | 1 | |
| 0.303273094 | 1 | |
| 0.3336486942 | 1 | |
| 0.3336796578 | 1 | |
| 0.343278441 | 1 | |
| 0.3446010316 | 1 |
| Value | Count | Frequency (%) |
| 0.9114229685 | 1 | |
| 0.9081673188 | 1 | |
| 0.9080477763 | 1 | |
| 0.9077122387 | 1 | |
| 0.9061255398 | 1 | |
| 0.9056437698 | 1 | |
| 0.904983696 | 1 | |
| 0.9047443843 | 1 | |
| 0.9045228754 | 1 | |
| 0.904369714 | 1 |
| Distinct | 12066 |
|---|---|
| Distinct (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53768.20021 |
| Minimum | 20684 |
|---|---|
| Maximum | 263261 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 20684 |
|---|---|
| 5-th percentile | 28011.5 |
| Q1 | 36714.5 |
| median | 45178 |
| Q3 | 62294 |
| 95-th percentile | 91282 |
| Maximum | 263261 |
| Range | 242577 |
| Interquartile range (IQR) | 25579.5 |
Descriptive statistics
| Standard deviation | 29774.91582 |
|---|---|
| Coefficient of variation (CV) | 0.5537644129 |
| Kurtosis | 10.74364015 |
| Mean | 53768.20021 |
| Median Absolute Deviation (MAD) | 10566 |
| Skewness | 2.941821111 |
| Sum | 731838973 |
| Variance | 886545611.9 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 37023 | 5 | < 0.1% |
| 41706 | 4 | < 0.1% |
| 38941 | 4 | < 0.1% |
| 47446 | 4 | < 0.1% |
| 43198 | 4 | < 0.1% |
| 47888 | 4 | < 0.1% |
| 45243 | 4 | < 0.1% |
| 47729 | 4 | < 0.1% |
| 44262 | 4 | < 0.1% |
| 31423 | 4 | < 0.1% |
| Other values (12056) | 13570 |
| Value | Count | Frequency (%) |
| 20684 | 1 | |
| 20772 | 1 | |
| 20825 | 1 | |
| 20988 | 1 | |
| 21057 | 1 | |
| 21191 | 1 | |
| 21462 | 1 | |
| 21587 | 1 | |
| 21590 | 1 | |
| 21731 | 1 |
| Value | Count | Frequency (%) |
| 263261 | 1 | |
| 257425 | 1 | |
| 251082 | 1 | |
| 244319 | 1 | |
| 240671 | 1 | |
| 238265 | 1 | |
| 237344 | 1 | |
| 233243 | 1 | |
| 232903 | 1 | |
| 231500 | 1 |
| Distinct | 12011 |
|---|---|
| Distinct (%) | 88.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 253.0642199 |
| Minimum | 161.2437642 |
|---|---|
| Maximum | 569.3743583 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 161.2437642 |
|---|---|
| 5-th percentile | 187.6657731 |
| Q1 | 215.0680034 |
| median | 238.4380258 |
| Q3 | 279.4464667 |
| 95-th percentile | 338.1835379 |
| Maximum | 569.3743583 |
| Range | 408.1305941 |
| Interquartile range (IQR) | 64.37846327 |
Descriptive statistics
| Standard deviation | 59.17712015 |
|---|---|
| Coefficient of variation (CV) | 0.2338423036 |
| Kurtosis | 5.192057256 |
| Mean | 253.0642199 |
| Median Absolute Deviation (MAD) | 28.34121827 |
| Skewness | 1.94895761 |
| Sum | 3444457.097 |
| Variance | 3501.931549 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 221.1911001 | 4 | < 0.1% |
| 227.0931406 | 4 | < 0.1% |
| 222.6798466 | 4 | < 0.1% |
| 212.1652914 | 4 | < 0.1% |
| 212.4291787 | 4 | < 0.1% |
| 257.9673197 | 4 | < 0.1% |
| 210.4177557 | 4 | < 0.1% |
| 238.5928332 | 4 | < 0.1% |
| 189.2248464 | 4 | < 0.1% |
| 206.5827753 | 4 | < 0.1% |
| Other values (12001) | 13571 |
| Value | Count | Frequency (%) |
| 161.2437642 | 1 | |
| 161.4173908 | 1 | |
| 161.7483421 | 1 | |
| 162.3886209 | 1 | |
| 162.6823813 | 1 | |
| 163.29171 | 1 | |
| 163.9104256 | 1 | |
| 164.7356296 | 1 | |
| 164.86697 | 1 | |
| 165.0560709 | 1 |
| Value | Count | Frequency (%) |
| 569.3743583 | 1 | |
| 565.8031152 | 1 | |
| 562.4084465 | 1 | |
| 554.3110259 | 1 | |
| 549.6376504 | 1 | |
| 546.883372 | 1 | |
| 545.5465304 | 1 | |
| 542.4042484 | 1 | |
| 542.1706318 | 1 | |
| 537.381027 | 1 |
Extent
Real number (ℝ≥0)
| Distinct | 13535 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7497327874 |
| Minimum | 0.5553147168 |
|---|---|
| Maximum | 0.8661946406 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 0.5553147168 |
|---|---|
| 5-th percentile | 0.6551083029 |
| Q1 | 0.7186335273 |
| median | 0.759858948 |
| Q3 | 0.7868514966 |
| 95-th percentile | 0.8122529084 |
| Maximum | 0.8661946406 |
| Range | 0.3108799238 |
| Interquartile range (IQR) | 0.06821796925 |
Descriptive statistics
| Standard deviation | 0.04908636685 |
|---|---|
| Coefficient of variation (CV) | 0.06547181566 |
| Kurtosis | 0.643318844 |
| Mean | 0.7497327874 |
| Median Absolute Deviation (MAD) | 0.03207474095 |
| Skewness | -0.8953484282 |
| Sum | 10204.61297 |
| Variance | 0.00240947141 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6922222222 | 2 | < 0.1% |
| 0.7779088863 | 2 | < 0.1% |
| 0.7131474104 | 2 | < 0.1% |
| 0.8157364436 | 2 | < 0.1% |
| 0.7875699672 | 2 | < 0.1% |
| 0.6612396559 | 2 | < 0.1% |
| 0.7324683006 | 2 | < 0.1% |
| 0.650025071 | 2 | < 0.1% |
| 0.808383378 | 2 | < 0.1% |
| 0.7547049442 | 2 | < 0.1% |
| Other values (13525) | 13591 |
| Value | Count | Frequency (%) |
| 0.5553147168 | 1 | |
| 0.5666692538 | 1 | |
| 0.5667675268 | 1 | |
| 0.5702376198 | 1 | |
| 0.5702749606 | 1 | |
| 0.5722088542 | 1 | |
| 0.5723791346 | 1 | |
| 0.5733673469 | 1 | |
| 0.5740403641 | 1 | |
| 0.5744176865 | 1 |
| Value | Count | Frequency (%) |
| 0.8661946406 | 1 | |
| 0.8584198505 | 1 | |
| 0.8528414261 | 1 | |
| 0.8522686025 | 1 | |
| 0.8519480519 | 1 | |
| 0.8507442282 | 1 | |
| 0.8502513112 | 1 | |
| 0.8486226422 | 1 | |
| 0.8479749903 | 1 | |
| 0.8463624653 | 1 |
Solidity
Real number (ℝ≥0)
| Distinct | 13526 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9871428436 |
| Minimum | 0.9192461571 |
|---|---|
| Maximum | 0.9946774999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 0.9192461571 |
|---|---|
| 5-th percentile | 0.9784049827 |
| Q1 | 0.9856703983 |
| median | 0.9882829985 |
| Q3 | 0.99001311 |
| 95-th percentile | 0.9920273149 |
| Maximum | 0.9946774999 |
| Range | 0.07543134286 |
| Interquartile range (IQR) | 0.004342711665 |
Descriptive statistics
| Standard deviation | 0.004660379163 |
|---|---|
| Coefficient of variation (CV) | 0.004721078812 |
| Kurtosis | 12.79962097 |
| Mean | 0.9871428436 |
| Median Absolute Deviation (MAD) | 0.00202907936 |
| Skewness | -2.550093108 |
| Sum | 13436.00124 |
| Variance | 2.171913395 × 105 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9866912765 | 2 | < 0.1% |
| 0.9853060124 | 2 | < 0.1% |
| 0.9854572855 | 2 | < 0.1% |
| 0.9860265675 | 2 | < 0.1% |
| 0.9888439377 | 2 | < 0.1% |
| 0.9888040631 | 2 | < 0.1% |
| 0.9863254828 | 2 | < 0.1% |
| 0.9894366197 | 2 | < 0.1% |
| 0.985800833 | 2 | < 0.1% |
| 0.9906106564 | 2 | < 0.1% |
| Other values (13516) | 13591 |
| Value | Count | Frequency (%) |
| 0.9192461571 | 1 | |
| 0.9435593006 | 1 | |
| 0.944568068 | 1 | |
| 0.9466336809 | 1 | |
| 0.9467190956 | 1 | |
| 0.9476667637 | 1 | |
| 0.9490232054 | 1 | |
| 0.9491025288 | 1 | |
| 0.9519475167 | 1 | |
| 0.953296108 | 1 |
| Value | Count | Frequency (%) |
| 0.9946774999 | 1 | |
| 0.9943781823 | 1 | |
| 0.9942596326 | 1 | |
| 0.9942134845 | 1 | |
| 0.9940821795 | 1 | |
| 0.9940817733 | 1 | |
| 0.9940491752 | 1 | |
| 0.9939454406 | 1 | |
| 0.9939193331 | 1 | |
| 0.9939055114 | 1 |
roundness
Real number (ℝ≥0)
| Distinct | 13543 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8732818313 |
| Minimum | 0.4896182562 |
|---|---|
| Maximum | 0.9906853996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 0.4896182562 |
|---|---|
| 5-th percentile | 0.7709554641 |
| Q1 | 0.832096329 |
| median | 0.8831572892 |
| Q3 | 0.916868833 |
| 95-th percentile | 0.9592536083 |
| Maximum | 0.9906853996 |
| Range | 0.5010671434 |
| Interquartile range (IQR) | 0.084772504 |
Descriptive statistics
| Standard deviation | 0.05951988795 |
|---|---|
| Coefficient of variation (CV) | 0.06815656277 |
| Kurtosis | 0.3743063332 |
| Mean | 0.8732818313 |
| Median Absolute Deviation (MAD) | 0.03983167836 |
| Skewness | -0.6357489499 |
| Sum | 11886.23901 |
| Variance | 0.003542617061 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7888089317 | 2 | < 0.1% |
| 0.7767115514 | 2 | < 0.1% |
| 0.7873853207 | 2 | < 0.1% |
| 0.8198136956 | 2 | < 0.1% |
| 0.7653576342 | 2 | < 0.1% |
| 0.8114142175 | 2 | < 0.1% |
| 0.8125620135 | 2 | < 0.1% |
| 0.8205556245 | 2 | < 0.1% |
| 0.78228301 | 2 | < 0.1% |
| 0.7465305043 | 2 | < 0.1% |
| Other values (13533) | 13591 |
| Value | Count | Frequency (%) |
| 0.4896182562 | 1 | |
| 0.5567658261 | 1 | |
| 0.5718009103 | 1 | |
| 0.5760286619 | 1 | |
| 0.5778435944 | 1 | |
| 0.5937082798 | 1 | |
| 0.5950484007 | 1 | |
| 0.601978543 | 1 | |
| 0.6053993961 | 1 | |
| 0.60656967 | 1 |
| Value | Count | Frequency (%) |
| 0.9906853996 | 1 | |
| 0.9879197348 | 1 | |
| 0.9870892437 | 1 | |
| 0.9868122846 | 1 | |
| 0.9866847312 | 1 | |
| 0.986114961 | 1 | |
| 0.9861029627 | 1 | |
| 0.9859494975 | 1 | |
| 0.9849658811 | 1 | |
| 0.9848770694 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7998636819 |
| Minimum | 0.640576759 |
|---|---|
| Maximum | 0.9873029694 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 0.640576759 |
|---|---|
| 5-th percentile | 0.6905667073 |
| Q1 | 0.762468747 |
| median | 0.801276684 |
| Q3 | 0.8342699108 |
| 95-th percentile | 0.9089897503 |
| Maximum | 0.9873029694 |
| Range | 0.3467262104 |
| Interquartile range (IQR) | 0.07180116379 |
Descriptive statistics
| Standard deviation | 0.06171346312 |
|---|---|
| Coefficient of variation (CV) | 0.07715497593 |
| Kurtosis | -0.2234594687 |
| Mean | 0.7998636819 |
| Median Absolute Deviation (MAD) | 0.03572565764 |
| Skewness | 0.03711545824 |
| Sum | 10886.94457 |
| Variance | 0.00380855153 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6783768744 | 2 | < 0.1% |
| 0.7514456899 | 2 | < 0.1% |
| 0.6899429777 | 2 | < 0.1% |
| 0.6877689206 | 2 | < 0.1% |
| 0.713682402 | 2 | < 0.1% |
| 0.71599023 | 2 | < 0.1% |
| 0.7010938198 | 2 | < 0.1% |
| 0.7092343927 | 2 | < 0.1% |
| 0.7004386472 | 2 | < 0.1% |
| 0.7090735955 | 2 | < 0.1% |
| Other values (13533) | 13591 |
| Value | Count | Frequency (%) |
| 0.640576759 | 1 | |
| 0.6453676585 | 1 | |
| 0.6457963626 | 1 | |
| 0.646562019 | 1 | |
| 0.6487619599 | 1 | |
| 0.6490387039 | 1 | |
| 0.6491894792 | 1 | |
| 0.6516308029 | 1 | |
| 0.65187098 | 1 | |
| 0.6521480181 | 1 |
| Value | Count | Frequency (%) |
| 0.9873029694 | 1 | |
| 0.9816111426 | 1 | |
| 0.979431992 | 1 | |
| 0.9767388405 | 1 | |
| 0.9758947596 | 1 | |
| 0.9755945071 | 1 | |
| 0.9705155232 | 1 | |
| 0.9704714336 | 1 | |
| 0.968733066 | 1 | |
| 0.9684439939 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00656360851 |
| Minimum | 0.002778012668 |
|---|---|
| Maximum | 0.01045116932 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 0.002778012668 |
|---|---|
| 5-th percentile | 0.004781539009 |
| Q1 | 0.005899917412 |
| median | 0.006645174459 |
| Q3 | 0.007271420159 |
| 95-th percentile | 0.008305289248 |
| Maximum | 0.01045116932 |
| Range | 0.007673156656 |
| Interquartile range (IQR) | 0.001371502748 |
Descriptive statistics
| Standard deviation | 0.001127998228 |
|---|---|
| Coefficient of variation (CV) | 0.1718564149 |
| Kurtosis | 0.7143548169 |
| Mean | 0.00656360851 |
| Median Absolute Deviation (MAD) | 0.0006770317251 |
| Skewness | -0.534140543 |
| Sum | 89.33727543 |
| Variance | 1.272380001 × 106 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.00760195791 | 2 | < 0.1% |
| 0.007757339355 | 2 | < 0.1% |
| 0.006447381906 | 2 | < 0.1% |
| 0.006658262858 | 2 | < 0.1% |
| 0.006506302815 | 2 | < 0.1% |
| 0.006805975398 | 2 | < 0.1% |
| 0.007078944896 | 2 | < 0.1% |
| 0.006699869302 | 2 | < 0.1% |
| 0.007356237486 | 2 | < 0.1% |
| 0.007279609725 | 2 | < 0.1% |
| Other values (13533) | 13591 |
| Value | Count | Frequency (%) |
| 0.002778012668 | 1 | |
| 0.00285571638 | 1 | |
| 0.002860119994 | 1 | |
| 0.002878357324 | 1 | |
| 0.002901860659 | 1 | |
| 0.002909100876 | 1 | |
| 0.002942454666 | 1 | |
| 0.002959316936 | 1 | |
| 0.002974423357 | 1 | |
| 0.002984943435 | 1 |
| Value | Count | Frequency (%) |
| 0.01045116932 | 1 | |
| 0.009897003431 | 1 | |
| 0.009823979959 | 1 | |
| 0.00974787363 | 1 | |
| 0.00972005588 | 1 | |
| 0.0096691495 | 1 | |
| 0.009666469781 | 1 | |
| 0.009661586888 | 1 | |
| 0.009652959466 | 1 | |
| 0.009612311229 | 1 |
ShapeFactor2
Real number (ℝ≥0)
| Distinct | 13543 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001715947334 |
| Minimum | 0.000564169018 |
|---|---|
| Maximum | 0.003664971964 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 0.000564169018 |
|---|---|
| 5-th percentile | 0.0009112717192 |
| Q1 | 0.001153520228 |
| median | 0.001693530977 |
| Q3 | 0.002170268301 |
| 95-th percentile | 0.002724234221 |
| Maximum | 0.003664971964 |
| Range | 0.003100802946 |
| Interquartile range (IQR) | 0.001016748073 |
Descriptive statistics
| Standard deviation | 0.0005958748567 |
|---|---|
| Coefficient of variation (CV) | 0.3472570776 |
| Kurtosis | -0.8592542148 |
| Mean | 0.001715947334 |
| Median Absolute Deviation (MAD) | 0.0005128990973 |
| Skewness | 0.3012259297 |
| Sum | 23.35575917 |
| Variance | 3.550668449 × 107 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.001075444969 | 2 | < 0.1% |
| 0.001119399042 | 2 | < 0.1% |
| 0.0008995885721 | 2 | < 0.1% |
| 0.0009159698756 | 2 | < 0.1% |
| 0.001003748686 | 2 | < 0.1% |
| 0.001043912883 | 2 | < 0.1% |
| 0.0009189902126 | 2 | < 0.1% |
| 0.001099632878 | 2 | < 0.1% |
| 0.001086001535 | 2 | < 0.1% |
| 0.0008977760847 | 2 | < 0.1% |
| Other values (13533) | 13591 |
| Value | Count | Frequency (%) |
| 0.000564169018 | 1 | |
| 0.0005669885119 | 1 | |
| 0.0005678429282 | 1 | |
| 0.0005724514852 | 1 | |
| 0.0005899546966 | 1 | |
| 0.0005905946496 | 1 | |
| 0.0005922564672 | 1 | |
| 0.0006016937076 | 1 | |
| 0.0006055794746 | 1 | |
| 0.0006067651703 | 1 |
| Value | Count | Frequency (%) |
| 0.003664971964 | 1 | |
| 0.003573240585 | 1 | |
| 0.003563623712 | 1 | |
| 0.003545181597 | 1 | |
| 0.003506416632 | 1 | |
| 0.003470231343 | 1 | |
| 0.003434871581 | 1 | |
| 0.003418781286 | 1 | |
| 0.00341236264 | 1 | |
| 0.003392637232 | 1 |
| Distinct | 13543 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6435901813 |
| Minimum | 0.4103385841 |
|---|---|
| Maximum | 0.9747671533 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 0.4103385841 |
|---|---|
| 5-th percentile | 0.4768823776 |
| Q1 | 0.5813585905 |
| median | 0.6420443243 |
| Q3 | 0.696006284 |
| 95-th percentile | 0.8262623662 |
| Maximum | 0.9747671533 |
| Range | 0.5644285692 |
| Interquartile range (IQR) | 0.1146476935 |
Descriptive statistics
| Standard deviation | 0.09899615048 |
|---|---|
| Coefficient of variation (CV) | 0.1538186153 |
| Kurtosis | -0.1444750361 |
| Mean | 0.6435901813 |
| Median Absolute Deviation (MAD) | 0.05716184808 |
| Skewness | 0.2424809267 |
| Sum | 8759.905958 |
| Variance | 0.00980023781 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4960132064 | 2 | < 0.1% |
| 0.4850846298 | 2 | < 0.1% |
| 0.5207024449 | 2 | < 0.1% |
| 0.4896163452 | 2 | < 0.1% |
| 0.4595719759 | 2 | < 0.1% |
| 0.4860327319 | 2 | < 0.1% |
| 0.4662684882 | 2 | < 0.1% |
| 0.4512854331 | 2 | < 0.1% |
| 0.4464268694 | 2 | < 0.1% |
| 0.5619359911 | 2 | < 0.1% |
| Other values (13533) | 13591 |
| Value | Count | Frequency (%) |
| 0.4103385841 | 1 | |
| 0.4164994146 | 1 | |
| 0.4170529419 | 1 | |
| 0.4180424444 | 1 | |
| 0.4208920807 | 1 | |
| 0.4212512392 | 1 | |
| 0.4214469798 | 1 | |
| 0.4246227034 | 1 | |
| 0.4249357745 | 1 | |
| 0.4252970375 | 1 |
| Value | Count | Frequency (%) |
| 0.9747671533 | 1 | |
| 0.9635604354 | 1 | |
| 0.959287027 | 1 | |
| 0.9540187625 | 1 | |
| 0.9523705818 | 1 | |
| 0.9517846423 | 1 | |
| 0.9419003809 | 1 | |
| 0.9418148035 | 1 | |
| 0.9384437531 | 1 | |
| 0.9378837693 | 1 |
ShapeFactor4
Real number (ℝ≥0)
| Distinct | 13543 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9950633118 |
| Minimum | 0.9476874027 |
|---|---|
| Maximum | 0.99973253 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 106.5 KiB |
Quantile statistics
| Minimum | 0.9476874027 |
|---|---|
| 5-th percentile | 0.9869830971 |
| Q1 | 0.9937028955 |
| median | 0.9963859377 |
| Q3 | 0.997882543 |
| 95-th percentile | 0.9989919809 |
| Maximum | 0.99973253 |
| Range | 0.05204512734 |
| Interquartile range (IQR) | 0.004179647584 |
Descriptive statistics
| Standard deviation | 0.004366457749 |
|---|---|
| Coefficient of variation (CV) | 0.004388120531 |
| Kurtosis | 13.03806713 |
| Mean | 0.9950633118 |
| Median Absolute Deviation (MAD) | 0.001817961642 |
| Skewness | -2.759482912 |
| Sum | 13543.80674 |
| Variance | 1.906595327 × 105 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9965866368 | 2 | < 0.1% |
| 0.9824623729 | 2 | < 0.1% |
| 0.9941720243 | 2 | < 0.1% |
| 0.9840388181 | 2 | < 0.1% |
| 0.9692792072 | 2 | < 0.1% |
| 0.9971987618 | 2 | < 0.1% |
| 0.9933751991 | 2 | < 0.1% |
| 0.9915394926 | 2 | < 0.1% |
| 0.9943202415 | 2 | < 0.1% |
| 0.9966315561 | 2 | < 0.1% |
| Other values (13533) | 13591 |
| Value | Count | Frequency (%) |
| 0.9476874027 | 1 | |
| 0.949990311 | 1 | |
| 0.9512388357 | 1 | |
| 0.9550324897 | 1 | |
| 0.9568668574 | 1 | |
| 0.957232663 | 1 | |
| 0.9573251075 | 1 | |
| 0.9573275532 | 1 | |
| 0.9577477087 | 1 | |
| 0.9582848251 | 1 |
| Value | Count | Frequency (%) |
| 0.99973253 | 1 | |
| 0.9997091012 | 1 | |
| 0.9997073361 | 1 | |
| 0.9996805207 | 1 | |
| 0.9996742922 | 1 | |
| 0.999670452 | 1 | |
| 0.9996595262 | 1 | |
| 0.9996522758 | 1 | |
| 0.9996370108 | 1 | |
| 0.999625379 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.532657409 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1322 |
| Zeros (%) | 9.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.828708802 |
|---|---|
| Coefficient of variation (CV) | 0.5176581226 |
| Kurtosis | -0.7407131099 |
| Mean | 3.532657409 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.3240983397 |
| Sum | 48083 |
| Variance | 3.344175884 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3546 | |
| 6 | 2636 | |
| 5 | 2027 | |
| 4 | 1928 | |
| 2 | 1630 | |
| 0 | 1322 | 9.7% |
| 1 | 522 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 1322 | 9.7% |
| 1 | 522 | 3.8% |
| 2 | 1630 | |
| 3 | 3546 | |
| 4 | 1928 | |
| 5 | 2027 | |
| 6 | 2636 |
| Value | Count | Frequency (%) |
| 6 | 2636 | |
| 5 | 2027 | |
| 4 | 1928 | |
| 3 | 3546 | |
| 2 | 1630 | |
| 1 | 522 | 3.8% |
| 0 | 1322 | 9.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Area | Perimeter | MajorAxisLength | MinorAxisLength | AspectRation | Eccentricity | ConvexArea | EquivDiameter | Extent | Solidity | roundness | Compactness | ShapeFactor1 | ShapeFactor2 | ShapeFactor3 | ShapeFactor4 | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 28395 | 610.291 | 208.178117 | 173.888747 | 1.197191 | 0.549812 | 28715 | 190.141097 | 0.763923 | 0.988856 | 0.958027 | 0.913358 | 0.007332 | 0.003147 | 0.834222 | 0.998724 | 5 |
| 1 | 28734 | 638.018 | 200.524796 | 182.734419 | 1.097356 | 0.411785 | 29172 | 191.272750 | 0.783968 | 0.984986 | 0.887034 | 0.953861 | 0.006979 | 0.003564 | 0.909851 | 0.998430 | 5 |
| 2 | 29380 | 624.110 | 212.826130 | 175.931143 | 1.209713 | 0.562727 | 29690 | 193.410904 | 0.778113 | 0.989559 | 0.947849 | 0.908774 | 0.007244 | 0.003048 | 0.825871 | 0.999066 | 5 |
| 3 | 30008 | 645.884 | 210.557999 | 182.516516 | 1.153638 | 0.498616 | 30724 | 195.467062 | 0.782681 | 0.976696 | 0.903936 | 0.928329 | 0.007017 | 0.003215 | 0.861794 | 0.994199 | 5 |
| 4 | 30140 | 620.134 | 201.847882 | 190.279279 | 1.060798 | 0.333680 | 30417 | 195.896503 | 0.773098 | 0.990893 | 0.984877 | 0.970516 | 0.006697 | 0.003665 | 0.941900 | 0.999166 | 5 |
| 5 | 30279 | 634.927 | 212.560556 | 181.510182 | 1.171067 | 0.520401 | 30600 | 196.347702 | 0.775688 | 0.989510 | 0.943852 | 0.923726 | 0.007020 | 0.003153 | 0.853270 | 0.999236 | 5 |
| 6 | 30477 | 670.033 | 211.050155 | 184.039050 | 1.146768 | 0.489478 | 30970 | 196.988633 | 0.762402 | 0.984081 | 0.853080 | 0.933374 | 0.006925 | 0.003242 | 0.871186 | 0.999049 | 5 |
| 7 | 30519 | 629.727 | 212.996755 | 182.737204 | 1.165591 | 0.513760 | 30847 | 197.124320 | 0.770682 | 0.989367 | 0.967109 | 0.925480 | 0.006979 | 0.003158 | 0.856514 | 0.998345 | 5 |
| 8 | 30685 | 635.681 | 213.534145 | 183.157146 | 1.165852 | 0.514081 | 31044 | 197.659696 | 0.771561 | 0.988436 | 0.954240 | 0.925658 | 0.006959 | 0.003152 | 0.856844 | 0.998953 | 5 |
| 9 | 30834 | 631.934 | 217.227813 | 180.897469 | 1.200834 | 0.553642 | 31120 | 198.139012 | 0.783683 | 0.990810 | 0.970278 | 0.912125 | 0.007045 | 0.003008 | 0.831973 | 0.999061 | 5 |
Last rows
| Area | Perimeter | MajorAxisLength | MinorAxisLength | AspectRation | Eccentricity | ConvexArea | EquivDiameter | Extent | Solidity | roundness | Compactness | ShapeFactor1 | ShapeFactor2 | ShapeFactor3 | ShapeFactor4 | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13601 | 42042 | 771.515 | 288.082674 | 186.347090 | 1.545947 | 0.762615 | 42476 | 231.364511 | 0.816254 | 0.989782 | 0.887574 | 0.803118 | 0.006852 | 0.001758 | 0.644999 | 0.997134 | 3 |
| 13602 | 42047 | 768.936 | 292.975007 | 183.139141 | 1.599740 | 0.780543 | 42446 | 231.378269 | 0.773890 | 0.990600 | 0.893644 | 0.789754 | 0.006968 | 0.001672 | 0.623712 | 0.997777 | 3 |
| 13603 | 42049 | 770.185 | 290.163403 | 185.051685 | 1.568013 | 0.770243 | 42503 | 231.383771 | 0.756005 | 0.989318 | 0.890790 | 0.797426 | 0.006901 | 0.001721 | 0.635888 | 0.997080 | 3 |
| 13604 | 42070 | 763.489 | 289.022373 | 186.123434 | 1.552853 | 0.765046 | 42556 | 231.441543 | 0.768823 | 0.988580 | 0.906936 | 0.800774 | 0.006870 | 0.001743 | 0.641239 | 0.995750 | 3 |
| 13605 | 42070 | 760.701 | 276.691651 | 193.945366 | 1.426647 | 0.713216 | 42458 | 231.441543 | 0.730813 | 0.990862 | 0.913596 | 0.836460 | 0.006577 | 0.001986 | 0.699666 | 0.998176 | 3 |
| 13606 | 42097 | 759.696 | 288.721612 | 185.944705 | 1.552728 | 0.765002 | 42508 | 231.515799 | 0.714574 | 0.990331 | 0.916603 | 0.801865 | 0.006858 | 0.001749 | 0.642988 | 0.998385 | 3 |
| 13607 | 42101 | 757.499 | 281.576392 | 190.713136 | 1.476439 | 0.735702 | 42494 | 231.526798 | 0.799943 | 0.990752 | 0.922015 | 0.822252 | 0.006688 | 0.001886 | 0.676099 | 0.998219 | 3 |
| 13608 | 42139 | 759.321 | 281.539928 | 191.187979 | 1.472582 | 0.734065 | 42569 | 231.631261 | 0.729932 | 0.989899 | 0.918424 | 0.822730 | 0.006681 | 0.001888 | 0.676884 | 0.996767 | 3 |
| 13609 | 42147 | 763.779 | 283.382636 | 190.275731 | 1.489326 | 0.741055 | 42667 | 231.653248 | 0.705389 | 0.987813 | 0.907906 | 0.817457 | 0.006724 | 0.001852 | 0.668237 | 0.995222 | 3 |
| 13610 | 42159 | 772.237 | 295.142741 | 182.204716 | 1.619841 | 0.786693 | 42600 | 231.686223 | 0.788962 | 0.989648 | 0.888380 | 0.784997 | 0.007001 | 0.001640 | 0.616221 | 0.998180 | 3 |
Most frequent
| Area | Perimeter | MajorAxisLength | MinorAxisLength | AspectRation | Eccentricity | ConvexArea | EquivDiameter | Extent | Solidity | roundness | Compactness | ShapeFactor1 | ShapeFactor2 | ShapeFactor3 | ShapeFactor4 | Class | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 33518 | 702.956 | 277.571399 | 154.305581 | 1.798842 | 0.831240 | 34023 | 206.582775 | 0.808383 | 0.985157 | 0.852377 | 0.744251 | 0.008281 | 0.001567 | 0.553909 | 0.996396 | 4 | 2 |
| 1 | 33954 | 716.750 | 277.368480 | 156.356326 | 1.773951 | 0.825970 | 34420 | 207.922042 | 0.799482 | 0.986461 | 0.830549 | 0.749624 | 0.008169 | 0.001591 | 0.561936 | 0.996847 | 4 | 2 |
| 2 | 38427 | 756.323 | 306.533886 | 160.591784 | 1.908777 | 0.851782 | 38773 | 221.193978 | 0.796976 | 0.991076 | 0.844174 | 0.721597 | 0.007977 | 0.001334 | 0.520702 | 0.993905 | 4 | 2 |
| 3 | 38891 | 791.343 | 319.499996 | 156.869619 | 2.036723 | 0.871168 | 39651 | 222.525412 | 0.650025 | 0.980833 | 0.780422 | 0.696480 | 0.008215 | 0.001192 | 0.485085 | 0.987983 | 4 | 2 |
| 4 | 40804 | 790.802 | 323.475648 | 163.287717 | 1.981016 | 0.863241 | 41636 | 227.932592 | 0.787570 | 0.980017 | 0.819931 | 0.704636 | 0.007928 | 0.001206 | 0.496512 | 0.983598 | 4 | 2 |
| 5 | 41978 | 821.864 | 337.171464 | 160.036067 | 2.106847 | 0.880178 | 42593 | 231.188342 | 0.684885 | 0.985561 | 0.780965 | 0.685670 | 0.008032 | 0.001095 | 0.470143 | 0.990520 | 4 | 2 |
| 6 | 42156 | 815.245 | 335.198243 | 160.936938 | 2.082792 | 0.877200 | 42586 | 231.677980 | 0.834046 | 0.989903 | 0.797064 | 0.691167 | 0.007951 | 0.001119 | 0.477712 | 0.994975 | 4 | 2 |
| 7 | 42450 | 828.116 | 347.951525 | 156.469366 | 2.223768 | 0.893186 | 42820 | 232.484448 | 0.609388 | 0.991359 | 0.777867 | 0.668152 | 0.008197 | 0.001008 | 0.446427 | 0.992750 | 4 | 2 |
| 8 | 43099 | 815.390 | 328.234078 | 168.610116 | 1.946705 | 0.857977 | 43710 | 234.254885 | 0.697666 | 0.986022 | 0.814604 | 0.713682 | 0.007616 | 0.001219 | 0.509343 | 0.991539 | 4 | 2 |
| 9 | 43746 | 836.693 | 339.352567 | 165.411442 | 2.051566 | 0.873161 | 44442 | 236.006646 | 0.713778 | 0.984339 | 0.785264 | 0.695462 | 0.007757 | 0.001119 | 0.483667 | 0.992274 | 4 | 2 |